I don't think any of the plug had fallen into the cylinder but it is possible that some dirt has fallen in. It is at the back and I just reached over the engine so I couldn't see what I was doing. I will try your suggestion plus I will also try switching the old plug with one of the new ones. If the misfire moves then I know it's the plug. If not, then chances are that some dirt has fallen in.